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Keynote Speakers

Dr. Marios Fragkoulis

 Marios Fragkoulis is a senior research scientist in Delivery Hero leading the company’s research team on recommender systems. Previously, he held an Assistant Prof. position at the University of Ioannina (Greece) and a postdoc researcher position at Delft University of Technology (Netherlands).

Marios has also served as a technical advisor at Hazelcast.

His research on recommender systems revolves around personalized and session-based recommendation models, contextual information, evaluation approaches, and scalability.

Keynote Speakers

Jan Hartman

 Jan Hartman is a data scientist at Outbrain, where he works with high-throughput, low-latency ML pipelines at a large scale. He tackles implementing and applying state-of-the-art models for click prediction. Before joining Outbrain, he worked on research projects in the fields of distributed computing, neural network optimization, and cryptography. He holds an honors MSc degree in Computer & Data Science from the University of Ljubljana. His research interests include deep learning, neural network embeddings, and model compression. 

Keynote Speakers

Dr. Natalia Silberstein

 Dr. Natalia Silberstein is a senior data scientist and team leader in the Recommendations group at Outbrain. Her responsibilities involve enhancing and developing algorithms for personalized ad selection. Prior to joining Outbrain, she worked as a research scientist at Yahoo Research Haifa in the Native Ad Science group. Before that, Natalia was part of the Mail Mining group, where she primarily worked on analyzing and modeling mail data to devise novel mail features. She holds a PhD from the Computer Science Department at the Technion - Israel Institute of Technology. After completing her doctoral studies, she conducted postdoctoral research at the Department of Electrical & Computer Engineering, University of Texas, Austin, focusing on coding for distributed storage systems. 

Detailed Workshop Program

09/18/23

Opening

2pm

-

2:05pm

Singapore local time (GMT+8)

Event Details

09/18/23

Opening

Bamshad Mobasher, DePaul University, USA

2pm

-

2:05pm

Singapore local time (GMT+8)

Keynote Speaker- Leveraging Large Language Models for Sequential Recommendation

2:05pm

-

2:55pm

Room 331

Event Details

Keynote Speaker- Leveraging Large Language Models for Sequential Recommendation

Dr. Marios Fragkoul 

Paper, Presentation

2:05pm

-

2:55pm

Room 331

Weighted Tensor Decompositions for Context-aware Collaborative Filtering

2:55pm

-

3:10pm

Room 331

Event Details

Weighted Tensor Decompositions for Context-aware Collaborative Filtering

Joey De Pauw* and Bart Goethals 

Paper, Presentation

2:55pm

-

3:10pm

Room 331

Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations

3:10pm

-

3:25pm

Room 331

Event Details

Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations

Belhassen Bayar, Phanideep Gampa, Ainur Yessenalina and Zhen Wen*

Paper, Presentation

3:10pm

-

3:25pm

Room 331

Break

3:25pm

-

3:50pm

Break

3:25pm

-

3:50pm

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